Pandas Profiling Report

Dataset statistics

Number of variables	27
Number of observations	2366
Missing cells	4
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	499.2 KiB
Average record size in memory	216.1 B

Variable types

Numeric	25
DateTime	1
Categorical	1

Alerts

`df_index` is highly correlated with `Open` and 16 other fields	High correlation
`Open` is highly correlated with `df_index` and 16 other fields	High correlation
`High` is highly correlated with `df_index` and 16 other fields	High correlation
`Low` is highly correlated with `df_index` and 16 other fields	High correlation
`Close` is highly correlated with `df_index` and 16 other fields	High correlation
`Adj Close` is highly correlated with `df_index` and 16 other fields	High correlation
`Volume` is highly correlated with `df_index` and 16 other fields	High correlation
`EMA_9` is highly correlated with `df_index` and 16 other fields	High correlation
`EMA_22` is highly correlated with `df_index` and 16 other fields	High correlation
`SMA_5` is highly correlated with `df_index` and 16 other fields	High correlation
`SMA_10` is highly correlated with `df_index` and 16 other fields	High correlation
`SMA_15` is highly correlated with `df_index` and 16 other fields	High correlation
`SMA_30` is highly correlated with `df_index` and 16 other fields	High correlation
`RSI` is highly correlated with `MACD` and 1 other fields	High correlation
`MACD` is highly correlated with `RSI` and 2 other fields	High correlation
`MACD_signal` is highly correlated with `RSI` and 2 other fields	High correlation
`PriceDiff` is highly correlated with `Return` and 2 other fields	High correlation
`Return` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`ma50` is highly correlated with `df_index` and 16 other fields	High correlation
`MA10` is highly correlated with `df_index` and 16 other fields	High correlation
`MA50` is highly correlated with `df_index` and 16 other fields	High correlation
`Shares` is highly correlated with `MACD` and 1 other fields	High correlation
`Close1` is highly correlated with `df_index` and 16 other fields	High correlation
`Profit` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`wealth` is highly correlated with `df_index` and 16 other fields	High correlation
`LogReturn` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`df_index` is highly correlated with `Open` and 15 other fields	High correlation
`Open` is highly correlated with `df_index` and 15 other fields	High correlation
`High` is highly correlated with `df_index` and 16 other fields	High correlation
`Low` is highly correlated with `df_index` and 15 other fields	High correlation
`Close` is highly correlated with `df_index` and 15 other fields	High correlation
`Adj Close` is highly correlated with `df_index` and 15 other fields	High correlation
`Volume` is highly correlated with `High`	High correlation
`EMA_9` is highly correlated with `df_index` and 15 other fields	High correlation
`EMA_22` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_5` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_10` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_15` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_30` is highly correlated with `df_index` and 15 other fields	High correlation
`RSI` is highly correlated with `MACD`	High correlation
`MACD` is highly correlated with `RSI` and 2 other fields	High correlation
`MACD_signal` is highly correlated with `MACD` and 1 other fields	High correlation
`PriceDiff` is highly correlated with `Return` and 2 other fields	High correlation
`Return` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`ma50` is highly correlated with `df_index` and 15 other fields	High correlation
`MA10` is highly correlated with `df_index` and 15 other fields	High correlation
`MA50` is highly correlated with `df_index` and 15 other fields	High correlation
`Shares` is highly correlated with `MACD` and 1 other fields	High correlation
`Close1` is highly correlated with `df_index` and 15 other fields	High correlation
`Profit` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`wealth` is highly correlated with `df_index` and 15 other fields	High correlation
`LogReturn` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`df_index` is highly correlated with `Open` and 14 other fields	High correlation
`Open` is highly correlated with `df_index` and 15 other fields	High correlation
`High` is highly correlated with `df_index` and 15 other fields	High correlation
`Low` is highly correlated with `df_index` and 15 other fields	High correlation
`Close` is highly correlated with `df_index` and 15 other fields	High correlation
`Adj Close` is highly correlated with `df_index` and 15 other fields	High correlation
`EMA_9` is highly correlated with `df_index` and 15 other fields	High correlation
`EMA_22` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_5` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_10` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_15` is highly correlated with `df_index` and 15 other fields	High correlation
`SMA_30` is highly correlated with `df_index` and 15 other fields	High correlation
`RSI` is highly correlated with `MACD`	High correlation
`MACD` is highly correlated with `RSI` and 2 other fields	High correlation
`MACD_signal` is highly correlated with `MACD` and 1 other fields	High correlation
`PriceDiff` is highly correlated with `Return` and 2 other fields	High correlation
`Return` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`ma50` is highly correlated with `df_index` and 15 other fields	High correlation
`MA10` is highly correlated with `df_index` and 15 other fields	High correlation
`MA50` is highly correlated with `df_index` and 15 other fields	High correlation
`Shares` is highly correlated with `MACD` and 1 other fields	High correlation
`Close1` is highly correlated with `df_index` and 15 other fields	High correlation
`Profit` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`wealth` is highly correlated with `Open` and 14 other fields	High correlation
`LogReturn` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`df_index` is highly correlated with `Open` and 18 other fields	High correlation
`Open` is highly correlated with `df_index` and 20 other fields	High correlation
`High` is highly correlated with `df_index` and 20 other fields	High correlation
`Low` is highly correlated with `df_index` and 20 other fields	High correlation
`Close` is highly correlated with `df_index` and 20 other fields	High correlation
`Adj Close` is highly correlated with `df_index` and 20 other fields	High correlation
`Volume` is highly correlated with `df_index` and 18 other fields	High correlation
`EMA_9` is highly correlated with `df_index` and 19 other fields	High correlation
`EMA_22` is highly correlated with `df_index` and 19 other fields	High correlation
`SMA_5` is highly correlated with `df_index` and 19 other fields	High correlation
`SMA_10` is highly correlated with `df_index` and 19 other fields	High correlation
`SMA_15` is highly correlated with `df_index` and 19 other fields	High correlation
`SMA_30` is highly correlated with `df_index` and 19 other fields	High correlation
`RSI` is highly correlated with `MACD` and 2 other fields	High correlation
`MACD` is highly correlated with `df_index` and 22 other fields	High correlation
`MACD_signal` is highly correlated with `df_index` and 21 other fields	High correlation
`PriceDiff` is highly correlated with `Open` and 10 other fields	High correlation
`Return` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`ma50` is highly correlated with `df_index` and 19 other fields	High correlation
`MA10` is highly correlated with `df_index` and 19 other fields	High correlation
`MA50` is highly correlated with `df_index` and 19 other fields	High correlation
`Shares` is highly correlated with `RSI` and 3 other fields	High correlation
`Close1` is highly correlated with `df_index` and 20 other fields	High correlation
`Profit` is highly correlated with `Open` and 21 other fields	High correlation
`wealth` is highly correlated with `df_index` and 20 other fields	High correlation
`LogReturn` is highly correlated with `PriceDiff` and 2 other fields	High correlation
`df_index` is uniformly distributed	Uniform
`df_index` has unique values	Unique
`Date` has unique values	Unique
`EMA_9` has unique values	Unique
`EMA_22` has unique values	Unique
`MACD` has unique values	Unique
`MACD_signal` has unique values	Unique
`Profit` has 1030 (43.5%) zeros	Zeros

Reproduction

Analysis started	2022-06-24 19:04:25.564356
Analysis finished	2022-06-24 19:05:09.608706
Duration	44.04 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct	2366
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1231.5

Minimum	49
Maximum	2414
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	49
5-th percentile	167.25
Q1	640.25
median	1231.5
Q3	1822.75
95-th percentile	2295.75
Maximum	2414
Range	2365
Interquartile range (IQR)	1182.5

Descriptive statistics

Standard deviation	683.1496908
Coefficient of variation (CV)	0.554729753
Kurtosis	-1.2
Mean	1231.5
Median Absolute Deviation (MAD)	591.5
Skewness	0
Sum	2913729
Variance	466693.5
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
49	1	< 0.1%
1638	1	< 0.1%
1622	1	< 0.1%
1623	1	< 0.1%
1624	1	< 0.1%
1625	1	< 0.1%
1626	1	< 0.1%
1627	1	< 0.1%
1628	1	< 0.1%
1629	1	< 0.1%
Other values (2356)	2356	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
49	1	< 0.1%
50	1	< 0.1%
51	1	< 0.1%
52	1	< 0.1%
53	1	< 0.1%
54	1	< 0.1%
55	1	< 0.1%
56	1	< 0.1%
57	1	< 0.1%
58	1	< 0.1%

Value	Count	Frequency (%)
2414	1	< 0.1%
2413	1	< 0.1%
2412	1	< 0.1%
2411	1	< 0.1%
2410	1	< 0.1%
2409	1	< 0.1%
2408	1	< 0.1%
2407	1	< 0.1%
2406	1	< 0.1%
2405	1	< 0.1%

Date
Date

UNIQUE

Distinct	2366
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

Minimum	2010-09-08 00:00:00
Maximum	2020-01-31 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Open
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2091
Distinct (%)	88.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.5095521

Minimum	19.889999
Maximum	640
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.889999
5-th percentile	24.8725005
Q1	35.284999
median	215.4300005
Q3	268.737503
95-th percentile	352.3899918
Maximum	640
Range	620.110001
Interquartile range (IQR)	233.452504

Descriptive statistics

Standard deviation	117.1033283
Coefficient of variation (CV)	0.6179283685
Kurtosis	-0.7572353672
Mean	189.5095521
Median Absolute Deviation (MAD)	85.4699935
Skewness	-0.06945305606
Sum	448379.6002
Variance	13713.18951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	6	0.3%
28	6	0.3%
220	5	0.2%
28.5	5	0.2%
33.5	4	0.2%
26.9	4	0.2%
360	4	0.2%
150	4	0.2%
230	4	0.2%
35	3	0.1%
Other values (2081)	2321	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.889999	1	< 0.1%
19.950001	1	< 0.1%
20.16	1	< 0.1%
20.200001	2	0.1%
20.4	1	< 0.1%
20.43	2	0.1%
20.440001	1	< 0.1%
20.52	1	< 0.1%
20.540001	1	< 0.1%
20.57	1	< 0.1%

Value	Count	Frequency (%)
640	1	< 0.1%
632.419983	1	< 0.1%
575.690002	1	< 0.1%
571.890015	1	< 0.1%
570.630005	1	< 0.1%
568.48999	1	< 0.1%
564.25	1	< 0.1%
544.26001	1	< 0.1%
541.98999	1	< 0.1%
530.25	1	< 0.1%

High
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2090
Distinct (%)	88.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	192.8249112

Minimum	20.139999
Maximum	653
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	20.139999
5-th percentile	25.41000025
Q1	36.01500025
median	218.885002
Q3	272.4649963
95-th percentile	357.1174927
Maximum	653
Range	632.860001
Interquartile range (IQR)	236.449996

Descriptive statistics

Standard deviation	119.0439417
Coefficient of variation (CV)	0.6173680619
Kurtosis	-0.7251669577
Mean	192.8249112
Median Absolute Deviation (MAD)	87.564995
Skewness	-0.06311510107
Sum	456223.7398
Variance	14171.46005
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34.5	7	0.3%
30	7	0.3%
28	7	0.3%
27	6	0.3%
34.799999	5	0.2%
28.5	4	0.2%
29.889999	4	0.2%
34.400002	4	0.2%
32	4	0.2%
29.700001	4	0.2%
Other values (2080)	2314	97.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.139999	1	< 0.1%
20.190001	1	< 0.1%
20.280001	1	< 0.1%
20.41	1	< 0.1%
20.639999	2	0.1%
20.690001	1	< 0.1%
20.700001	1	< 0.1%
20.75	1	< 0.1%
20.790001	1	< 0.1%
20.809999	1	< 0.1%

Value	Count	Frequency (%)
653	1	< 0.1%
650.880005	1	< 0.1%
594.5	1	< 0.1%
589.799988	1	< 0.1%
582	1	< 0.1%
576.809998	1	< 0.1%
573.859985	1	< 0.1%
564.440002	1	< 0.1%
548.580017	1	< 0.1%
547.409973	1	< 0.1%

Low
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2098
Distinct (%)	88.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	186.1015469

Minimum	19.5
Maximum	632.52002
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.5
5-th percentile	24.049999
Q1	34.75749975
median	211.0650025
Q3	264.1124955
95-th percentile	346.1074903
Maximum	632.52002
Range	613.02002
Interquartile range (IQR)	229.3549958

Descriptive statistics

Standard deviation	115.2239076
Coefficient of variation (CV)	0.6191453512
Kurtosis	-0.7615718965
Mean	186.1015469
Median Absolute Deviation (MAD)	84.1849975
Skewness	-0.06712693957
Sum	440316.26
Variance	13276.54889
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.299999	6	0.3%
28	6	0.3%
203	5	0.2%
26.5	4	0.2%
215	4	0.2%
28.549999	4	0.2%
27.799999	4	0.2%
29.5	4	0.2%
33.5	4	0.2%
29	4	0.2%
Other values (2088)	2321	98.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.5	1	< 0.1%
19.65	1	< 0.1%
19.76	1	< 0.1%
19.799999	2	0.1%
20	1	< 0.1%
20.030001	1	< 0.1%
20.040001	1	< 0.1%
20.049999	1	< 0.1%
20.07	1	< 0.1%
20.16	1	< 0.1%

Value	Count	Frequency (%)
632.52002	1	< 0.1%
618	1	< 0.1%
567.429993	1	< 0.1%
559.099976	1	< 0.1%
558.080017	1	< 0.1%
555.599976	1	< 0.1%
554.26001	1	< 0.1%
539.280029	1	< 0.1%
528.409973	1	< 0.1%
524.900024	1	< 0.1%

Close
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2184
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.6028911

Minimum	19.559999
Maximum	650.570007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.559999
5-th percentile	24.75
Q1	35.32
median	215.465004
Q3	268.1650088
95-th percentile	351.519997
Maximum	650.570007
Range	631.010008
Interquartile range (IQR)	232.8450088

Descriptive statistics

Standard deviation	117.2995085
Coefficient of variation (CV)	0.6186588604
Kurtosis	-0.7254011027
Mean	189.6028911
Median Absolute Deviation (MAD)	85.580002
Skewness	-0.05966702241
Sum	448600.4403
Variance	13759.1747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.42	4	0.2%
33.900002	3	0.1%
23.25	3	0.1%
32.459999	3	0.1%
26.5	3	0.1%
31.84	3	0.1%
31.49	3	0.1%
210.089996	3	0.1%
27.879999	3	0.1%
26.959999	3	0.1%
Other values (2174)	2335	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.559999	1	< 0.1%
19.870001	1	< 0.1%
20.049999	1	< 0.1%
20.1	1	< 0.1%
20.17	1	< 0.1%
20.23	2	0.1%
20.24	2	0.1%
20.41	1	< 0.1%
20.43	2	0.1%
20.459999	1	< 0.1%

Value	Count	Frequency (%)
650.570007	1	< 0.1%
640.809998	1	< 0.1%
580.98999	1	< 0.1%
572.200012	1	< 0.1%
569.559998	1	< 0.1%
566.900024	1	< 0.1%
564.820007	1	< 0.1%
558.02002	1	< 0.1%
547.200012	1	< 0.1%
537.919983	1	< 0.1%

Adj Close
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2184
Distinct (%)	92.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	189.6028911

Minimum	19.559999
Maximum	650.570007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.559999
5-th percentile	24.75
Q1	35.32
median	215.465004
Q3	268.1650088
95-th percentile	351.519997
Maximum	650.570007
Range	631.010008
Interquartile range (IQR)	232.8450088

Descriptive statistics

Standard deviation	117.2995085
Coefficient of variation (CV)	0.6186588604
Kurtosis	-0.7254011027
Mean	189.6028911
Median Absolute Deviation (MAD)	85.580002
Skewness	-0.05966702241
Sum	448600.4403
Variance	13759.1747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.42	4	0.2%
33.900002	3	0.1%
23.25	3	0.1%
32.459999	3	0.1%
26.5	3	0.1%
31.84	3	0.1%
31.49	3	0.1%
210.089996	3	0.1%
27.879999	3	0.1%
26.959999	3	0.1%
Other values (2174)	2335	98.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.559999	1	< 0.1%
19.870001	1	< 0.1%
20.049999	1	< 0.1%
20.1	1	< 0.1%
20.17	1	< 0.1%
20.23	2	0.1%
20.24	2	0.1%
20.41	1	< 0.1%
20.43	2	0.1%
20.459999	1	< 0.1%

Value	Count	Frequency (%)
650.570007	1	< 0.1%
640.809998	1	< 0.1%
580.98999	1	< 0.1%
572.200012	1	< 0.1%
569.559998	1	< 0.1%
566.900024	1	< 0.1%
564.820007	1	< 0.1%
558.02002	1	< 0.1%
547.200012	1	< 0.1%
537.919983	1	< 0.1%

Volume
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2341
Distinct (%)	98.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5621049.535

Minimum	118500
Maximum	37163900
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	118500
5-th percentile	659250
Q1	2018450
median	4650500
Q3	7393575
95-th percentile	14749550
Maximum	37163900
Range	37045400
Interquartile range (IQR)	5375125

Descriptive statistics

Standard deviation	4915722.537
Coefficient of variation (CV)	0.8745204088
Kurtosis	6.005680015
Mean	5621049.535
Median Absolute Deviation (MAD)	2693000
Skewness	2.026966731
Sum	1.32994032 × 10¹⁰
Variance	2.416432807 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3266300	2	0.1%
2222600	2	0.1%
999700	2	0.1%
3219600	2	0.1%
986300	2	0.1%
729300	2	0.1%
1160100	2	0.1%
7995000	2	0.1%
953700	2	0.1%
5672300	2	0.1%
Other values (2331)	2346	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
118500	1	< 0.1%
141000	1	< 0.1%
161100	1	< 0.1%
162800	1	< 0.1%
171200	1	< 0.1%
224200	1	< 0.1%
239600	1	< 0.1%
244000	1	< 0.1%
245200	1	< 0.1%
267800	1	< 0.1%

Value	Count	Frequency (%)
37163900	1	< 0.1%
33649700	1	< 0.1%
32681700	1	< 0.1%
32371900	1	< 0.1%
31369000	1	< 0.1%
31144300	1	< 0.1%
31071700	1	< 0.1%
30875800	1	< 0.1%
30006100	1	< 0.1%
29720900	1	< 0.1%

EMA_9
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2366
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	187.3908184

Minimum	19.95223772
Maximum	531.4156219
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.95223772
5-th percentile	24.95603587
Q1	35.02950885
median	217.5087516
Q3	267.1492058
95-th percentile	343.1525238
Maximum	531.4156219
Range	511.4633842
Interquartile range (IQR)	232.1196969

Descriptive statistics

Standard deviation	114.5777265
Coefficient of variation (CV)	0.6114372488
Kurtosis	-1.112504315
Mean	187.3908184
Median Absolute Deviation (MAD)	81.69561714
Skewness	-0.2000969491
Sum	443366.6763
Variance	13128.0554
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.95223772	1	< 0.1%
203.3609263	1	< 0.1%
189.0240304	1	< 0.1%
188.7066279	1	< 0.1%
189.1509645	1	< 0.1%
189.4648674	1	< 0.1%
189.7363799	1	< 0.1%
190.0057413	1	< 0.1%
190.8201665	1	< 0.1%
191.6071501	1	< 0.1%
Other values (2356)	2356	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.95223772	1	< 0.1%
20.04750494	1	< 0.1%
20.11406307	1	< 0.1%
20.11968021	1	< 0.1%
20.17993848	1	< 0.1%
20.27426369	1	< 0.1%
20.36197829	1	< 0.1%
20.3788026	1	< 0.1%
20.39113414	1	< 0.1%
20.445358	1	< 0.1%

Value	Count	Frequency (%)
531.4156219	1	< 0.1%
519.2606913	1	< 0.1%
512.4018803	1	< 0.1%
506.346531	1	< 0.1%
500.6050322	1	< 0.1%
493.470035	1	< 0.1%
484.7222598	1	< 0.1%
475.2958444	1	< 0.1%
467.3064925	1	< 0.1%
462.5072139	1	< 0.1%

EMA_22
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2366
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	185.2329488

Minimum	19.8277026
Maximum	461.2584611
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.8277026
5-th percentile	25.23426362
Q1	33.96091138
median	216.7243318
Q3	260.8308672
95-th percentile	336.2764873
Maximum	461.2584611
Range	441.4307585
Interquartile range (IQR)	226.8699559

Descriptive statistics

Standard deviation	112.8901979
Coefficient of variation (CV)	0.6094498771
Kurtosis	-1.261492465
Mean	185.2329488
Median Absolute Deviation (MAD)	86.68017076
Skewness	-0.2663350512
Sum	438261.1569
Variance	12744.19678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.8277026	1	< 0.1%
199.0861228	1	< 0.1%
193.9628356	1	< 0.1%
193.6101039	1	< 0.1%
193.5900991	1	< 0.1%
193.5335728	1	< 0.1%
193.4747215	1	< 0.1%
193.4292985	1	< 0.1%
193.6345461	1	< 0.1%
193.8543485	1	< 0.1%
Other values (2356)	2356	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.8277026	1	< 0.1%
19.87998824	1	< 0.1%
19.92024724	1	< 0.1%
19.93230072	1	< 0.1%
19.97013534	1	< 0.1%
20.02511519	1	< 0.1%
20.11818281	1	< 0.1%
20.15714681	1	< 0.1%
20.16058738	1	< 0.1%
20.17847633	1	< 0.1%

Value	Count	Frequency (%)
461.2584611	1	< 0.1%
453.0970276	1	< 0.1%
447.2837111	1	< 0.1%
441.846606	1	< 0.1%
436.5659963	1	< 0.1%
430.7362685	1	< 0.1%
424.3060984	1	< 0.1%
417.7036484	1	< 0.1%
411.81745	1	< 0.1%
407.3318796	1	< 0.1%

SMA_5
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2357
Distinct (%)	99.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.8471497

Minimum	20.1660002
Maximum	582.3080078
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	20.1660002
5-th percentile	24.75000025
Q1	35.34250045
median	215.5419998
Q3	269.5650093
95-th percentile	349.533998
Maximum	582.3080078
Range	562.1420076
Interquartile range (IQR)	234.2225088

Descriptive statistics

Standard deviation	116.3061465
Coefficient of variation (CV)	0.6158745138
Kurtosis	-0.9074756951
Mean	188.8471497
Median Absolute Deviation (MAD)	86.0309952
Skewness	-0.1166701007
Sum	446812.3563
Variance	13527.11972
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
230.6819978	2	0.1%
218.5399994	2	0.1%
28.646	2	0.1%
34.182	2	0.1%
227.3379974	2	0.1%
28.8039996	2	0.1%
28.27	2	0.1%
20.444	2	0.1%
229.6799958	2	0.1%
203.8579986	1	< 0.1%
Other values (2347)	2347	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.1660002	1	< 0.1%
20.2719998	1	< 0.1%
20.2920002	1	< 0.1%
20.2979998	1	< 0.1%
20.3599998	1	< 0.1%
20.3760002	1	< 0.1%
20.4220002	1	< 0.1%
20.4400002	1	< 0.1%
20.444	2	0.1%
20.4600004	1	< 0.1%

Value	Count	Frequency (%)
582.3080078	1	< 0.1%
568.5860106	1	< 0.1%
566.3000122	1	< 0.1%
562.3600098	1	< 0.1%
552.8560058	1	< 0.1%
542.5900024	1	< 0.1%
531.85	1	< 0.1%
525.521997	1	< 0.1%
521.0539916	1	< 0.1%
514.5839904	1	< 0.1%

SMA_10
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2358
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.2696683

Minimum	20.1000003
Maximum	562.4490051
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	20.1000003
5-th percentile	24.8157497
Q1	35.4535007
median	215.5784989
Q3	269.1400063
95-th percentile	347.9527529
Maximum	562.4490051
Range	542.3490048
Interquartile range (IQR)	233.6865056

Descriptive statistics

Standard deviation	115.627958
Coefficient of variation (CV)	0.6141613731
Kurtosis	-1.00109951
Mean	188.2696683
Median Absolute Deviation (MAD)	85.35950125
Skewness	-0.151437585
Sum	445446.0353
Variance	13369.82467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.6440001	3	0.1%
29.0859999	2	0.1%
29.85	2	0.1%
20.69	2	0.1%
22.6999999	2	0.1%
28.1120002	2	0.1%
27.3150005	2	0.1%
195.5539978	1	< 0.1%
189.3599976	1	< 0.1%
190.2889984	1	< 0.1%
Other values (2348)	2348	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.1000003	1	< 0.1%
20.2700002	1	< 0.1%
20.3510001	1	< 0.1%
20.391	1	< 0.1%
20.3930001	1	< 0.1%
20.4100001	1	< 0.1%
20.4420001	1	< 0.1%
20.471	1	< 0.1%
20.4949999	1	< 0.1%
20.4980002	1	< 0.1%

Value	Count	Frequency (%)
562.4490051	1	< 0.1%
550.2180053	1	< 0.1%
545.9110046	1	< 0.1%
541.7070007	1	< 0.1%
533.7199981	1	< 0.1%
525.371997	1	< 0.1%
517.3659973	1	< 0.1%
507.3159973	1	< 0.1%
497.749997	1	< 0.1%
491.000998	1	< 0.1%

SMA_15
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2365
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	187.7195473

Minimum	19.7960002
Maximum	544.3506673
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.7960002
5-th percentile	24.66833313
Q1	35.3511669
median	215.9653336
Q3	267.818836
95-th percentile	346.3631694
Maximum	544.3506673
Range	524.5546671
Interquartile range (IQR)	232.4676691

Descriptive statistics

Standard deviation	115.0311458
Coefficient of variation (CV)	0.6127819262
Kurtosis	-1.078100094
Mean	187.7195473
Median Absolute Deviation (MAD)	84.8153336
Skewness	-0.1810959444
Sum	444144.4489
Variance	13232.1645
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
128.4159993	2	0.1%
19.7960002	1	< 0.1%
191.1846649	1	< 0.1%
187.5700001	1	< 0.1%
187.8633341	1	< 0.1%
188.4886667	1	< 0.1%
189.0460001	1	< 0.1%
189.280666	1	< 0.1%
189.7746653	1	< 0.1%
190.6833313	1	< 0.1%
Other values (2355)	2355	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.7960002	1	< 0.1%
19.91266687	1	< 0.1%
20.04200013	1	< 0.1%
20.13400007	1	< 0.1%
20.242	1	< 0.1%
20.30800013	1	< 0.1%
20.4933334	1	< 0.1%
20.51200007	1	< 0.1%
20.53333333	1	< 0.1%
20.53466673	1	< 0.1%

Value	Count	Frequency (%)
544.3506673	1	< 0.1%
534.4393351	1	< 0.1%
526.9773356	1	< 0.1%
519.2866679	1	< 0.1%
511.6193339	1	< 0.1%
502.6486675	1	< 0.1%
492.3906658	1	< 0.1%
482.0666667	1	< 0.1%
474.2786663	1	< 0.1%
468.9746664	1	< 0.1%

SMA_30
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2365
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	186.2386728

Minimum	19.79666687
Maximum	485.7286682
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.79666687
5-th percentile	24.64133321
Q1	34.89941703
median	216.2111654
Q3	265.3990007
95-th percentile	343.7774162
Maximum	485.7286682
Range	465.9320014
Interquartile range (IQR)	230.4995836

Descriptive statistics

Standard deviation	113.7092129
Coefficient of variation (CV)	0.6105563962
Kurtosis	-1.220187561
Mean	186.2386728
Median Absolute Deviation (MAD)	84.52833345
Skewness	-0.2400790306
Sum	440640.6999
Variance	12929.7851
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
23.36933347	2	0.1%
189.7989995	1	< 0.1%
190.4866668	1	< 0.1%
190.1803334	1	< 0.1%
189.8486664	1	< 0.1%
189.454333	1	< 0.1%
189.2029994	1	< 0.1%
189.2169993	1	< 0.1%
189.4803329	1	< 0.1%
19.79666687	1	< 0.1%
Other values (2355)	2355	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.79666687	1	< 0.1%
19.80200023	1	< 0.1%
19.80800023	1	< 0.1%
19.80833357	1	< 0.1%
19.81766683	1	< 0.1%
19.8250002	1	< 0.1%
19.82800017	1	< 0.1%
19.83466687	1	< 0.1%
19.83566683	1	< 0.1%
19.8666668	1	< 0.1%

Value	Count	Frequency (%)
485.7286682	1	< 0.1%
477.0850016	1	< 0.1%
469.6650025	1	< 0.1%
462.7576681	1	< 0.1%
455.9136678	1	< 0.1%
448.7143341	1	< 0.1%
440.958667	1	< 0.1%
433.1696676	1	< 0.1%
425.9420004	1	< 0.1%
420.0263337	1	< 0.1%

RSI
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2365
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.41638976

Minimum	5.139192883
Maximum	96.48702173
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	5.139192883
5-th percentile	24.58221055
Q1	40.71534691
median	53.45777919
Q3	65.92686048
95-th percentile	81.91899831
Maximum	96.48702173
Range	91.34782884
Interquartile range (IQR)	25.21151356

Descriptive statistics

Standard deviation	17.31683346
Coefficient of variation (CV)	0.3241857702
Kurtosis	-0.5836562365
Mean	53.41638976
Median Absolute Deviation (MAD)	12.62923948
Skewness	-0.01001788646
Sum	126383.1782
Variance	299.872721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45.42371962	2	0.1%
67.14978055	1	< 0.1%
57.63241183	1	< 0.1%
53.95510056	1	< 0.1%
58.45136202	1	< 0.1%
59.3920618	1	< 0.1%
58.47498753	1	< 0.1%
56.98113848	1	< 0.1%
51.24499096	1	< 0.1%
68.57706114	1	< 0.1%
Other values (2355)	2355	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.139192883	1	< 0.1%
8.304022082	1	< 0.1%
9.819744375	1	< 0.1%
9.971558214	1	< 0.1%
10.05449041	1	< 0.1%
10.48444995	1	< 0.1%
10.72095597	1	< 0.1%
10.82170958	1	< 0.1%
10.97274211	1	< 0.1%
11.0999561	1	< 0.1%

Value	Count	Frequency (%)
96.48702173	1	< 0.1%
95.77561604	1	< 0.1%
93.85581803	1	< 0.1%
92.7402943	1	< 0.1%
92.56536754	1	< 0.1%
92.07896544	1	< 0.1%
91.78290559	1	< 0.1%
91.52113984	1	< 0.1%
91.41547601	1	< 0.1%
91.05193085	1	< 0.1%

MACD
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2366
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.35385321

Minimum	-18.8518728
Maximum	53.24119947
Zeros	0
Zeros (%)	0.0%
Negative	1040
Negative (%)	44.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	-18.8518728
5-th percentile	-8.882139464
Q1	-2.238874557
median	0.3294545907
Q3	4.162748631
95-th percentile	12.94405529
Maximum	53.24119947
Range	72.09307227
Interquartile range (IQR)	6.401623187

Descriptive statistics

Standard deviation	7.381338981
Coefficient of variation (CV)	5.452096967
Kurtosis	6.975891862
Mean	1.35385321
Median Absolute Deviation (MAD)	3.075705825
Skewness	1.544114853
Sum	3203.216695
Variance	54.48416515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.287314622	1	< 0.1%
6.572626839	1	< 0.1%
-2.453278664	1	< 0.1%
-1.823687751	1	< 0.1%
-1.378239819	1	< 0.1%
-1.022310644	1	< 0.1%
-0.7118554703	1	< 0.1%
-0.004212671047	1	< 0.1%
0.5933338944	1	< 0.1%
0.9661885096	1	< 0.1%
Other values (2356)	2356	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18.8518728	1	< 0.1%
-18.5044901	1	< 0.1%
-18.4864513	1	< 0.1%
-18.3814016	1	< 0.1%
-18.29151746	1	< 0.1%
-18.077716	1	< 0.1%
-18.02458454	1	< 0.1%
-17.75626962	1	< 0.1%
-17.4237695	1	< 0.1%
-17.28775468	1	< 0.1%

Value	Count	Frequency (%)
53.24119947	1	< 0.1%
49.54046257	1	< 0.1%
46.15790247	1	< 0.1%
45.87127539	1	< 0.1%
45.31400277	1	< 0.1%
45.09013439	1	< 0.1%
44.84480528	1	< 0.1%
44.08679776	1	< 0.1%
41.43669431	1	< 0.1%
41.05817404	1	< 0.1%

MACD_signal
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct	2366
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.275839043

Minimum	-17.11594494
Maximum	46.19932641
Zeros	0
Zeros (%)	0.0%
Negative	1029
Negative (%)	43.5%
Memory size	18.6 KiB

Quantile statistics

Minimum	-17.11594494
5-th percentile	-8.342053504
Q1	-2.186076877
median	0.2745943364
Q3	3.984052993
95-th percentile	11.98994498
Maximum	46.19932641
Range	63.31527135
Interquartile range (IQR)	6.17012987

Descriptive statistics

Standard deviation	6.742438161
Coefficient of variation (CV)	5.284709068
Kurtosis	6.102146188
Mean	1.275839043
Median Absolute Deviation (MAD)	2.927436352
Skewness	1.436196944
Sum	3018.635176
Variance	45.46047236
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1002926134	1	< 0.1%
4.372099505	1	< 0.1%
-2.473827435	1	< 0.1%
-2.343799498	1	< 0.1%
-2.150687563	1	< 0.1%
-1.925012179	1	< 0.1%
-1.682380837	1	< 0.1%
-1.346747204	1	< 0.1%
-0.9587309842	1	< 0.1%
-0.5737470855	1	< 0.1%
Other values (2356)	2356	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-17.11594494	1	< 0.1%
-16.98416049	1	< 0.1%
-16.95586377	1	< 0.1%
-16.488305	1	< 0.1%
-16.48186152	1	< 0.1%
-15.98071407	1	< 0.1%
-15.77580406	1	< 0.1%
-15.38054219	1	< 0.1%
-14.82265849	1	< 0.1%
-14.7952101	1	< 0.1%

Value	Count	Frequency (%)
46.19932641	1	< 0.1%
44.43885814	1	< 0.1%
43.16345703	1	< 0.1%
42.6817877	1	< 0.1%
42.1410333	1	< 0.1%
41.34779094	1	< 0.1%
40.14526305	1	< 0.1%
38.71375997	1	< 0.1%
37.37050052	1	< 0.1%
36.35395207	1	< 0.1%

PriceDiff
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2097
Distinct (%)	88.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3208368555

Minimum	-45.049988
Maximum	129.429993
Zeros	9
Zeros (%)	0.4%
Negative	1145
Negative (%)	48.4%
Memory size	18.6 KiB

Quantile statistics

Minimum	-45.049988
5-th percentile	-9.7475045
Q1	-1.73000825
median	0.080002
Q3	2.440002
95-th percentile	9.9250105
Maximum	129.429993
Range	174.479981
Interquartile range (IQR)	4.17001025

Descriptive statistics

Standard deviation	7.135986873
Coefficient of variation (CV)	22.24179284
Kurtosis	53.27331129
Mean	0.3208368555
Median Absolute Deviation (MAD)	2.0900035
Skewness	3.011584032
Sum	759.1
Variance	50.92230866
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	0.4%
-0.5	7	0.3%
0.5	7	0.3%
1	6	0.3%
0.75	6	0.3%
0.24	5	0.2%
-0.25	5	0.2%
-0.18	4	0.2%
0.59	4	0.2%
0.209999	4	0.2%
Other values (2087)	2309	97.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-45.049988	1	< 0.1%
-42.75	1	< 0.1%
-36.059998	1	< 0.1%
-29.950012	1	< 0.1%
-29.769989	1	< 0.1%
-25.649994	1	< 0.1%
-25.529999	1	< 0.1%
-25.340011	1	< 0.1%
-25.089996	1	< 0.1%
-25	1	< 0.1%

Value	Count	Frequency (%)
129.429993	1	< 0.1%
59.820008	1	< 0.1%
48.700013	1	< 0.1%
46.709991	1	< 0.1%
45.930023	1	< 0.1%
45	1	< 0.1%
37.580017	1	< 0.1%
36.700012	1	< 0.1%
33.190003	1	< 0.1%
30.699981	1	< 0.1%

Return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2358
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.002047957066

Minimum	-0.1932743009
Maximum	0.2439505423
Zeros	9
Zeros (%)	0.4%
Negative	1145
Negative (%)	48.4%
Memory size	18.6 KiB

Quantile statistics

Minimum	-0.1932743009
5-th percentile	-0.04565921799
Q1	-0.01394756343
median	0.0009012674855
Q3	0.01800826745
95-th percentile	0.04802619314
Maximum	0.2439505423
Range	0.4372248432
Interquartile range (IQR)	0.03195583089

Descriptive statistics

Standard deviation	0.03235681023
Coefficient of variation (CV)	15.79955496
Kurtosis	6.652882366
Mean	0.002047957066
Median Absolute Deviation (MAD)	0.01613190103
Skewness	0.674968629
Sum	4.845466418
Variance	0.001046963168
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	0.4%
-0.009090956938	1	< 0.1%
-0.0005720526497	1	< 0.1%
0.02972510112	1	< 0.1%
0.002725248632	1	< 0.1%
-0.005586592123	1	< 0.1%
0.02485070832	1	< 0.1%
0.00118519924	1	< 0.1%
0.02989196034	1	< 0.1%
-0.005220537557	1	< 0.1%
Other values (2348)	2348	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.1932743009	1	< 0.1%
-0.1508807245	1	< 0.1%
-0.1450709479	1	< 0.1%
-0.1430928706	1	< 0.1%
-0.1390153536	1	< 0.1%
-0.1361371086	1	< 0.1%
-0.1297111752	1	< 0.1%
-0.1130370465	1	< 0.1%
-0.1045034238	1	< 0.1%
-0.1023993747	1	< 0.1%

Value	Count	Frequency (%)
0.2439505423	1	< 0.1%
0.1989486014	1	< 0.1%
0.1920423139	1	< 0.1%
0.1766923246	1	< 0.1%
0.1734714088	1	< 0.1%
0.1703922889	1	< 0.1%
0.1671785359	1	< 0.1%
0.1653378379	1	< 0.1%
0.1618801145	1	< 0.1%
0.1594088456	1	< 0.1%

ma50
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2364
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	184.7651826

Minimum	19.67200002
Maximum	435.1906018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.67200002
5-th percentile	25.07684992
Q1	34.29105024
median	216.796099
Q3	261.2355024
95-th percentile	340.517099
Maximum	435.1906018
Range	415.5186018
Interquartile range (IQR)	226.9444521

Descriptive statistics

Standard deviation	112.7943303
Coefficient of variation (CV)	0.6104739468
Kurtosis	-1.284290062
Mean	184.7651826
Median Absolute Deviation (MAD)	86.35540173
Skewness	-0.2698955148
Sum	437154.422
Variance	12722.56094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.18120014	2	0.1%
233.0943994	2	0.1%
193.7087998	1	< 0.1%
195.2094004	1	< 0.1%
194.9562003	1	< 0.1%
194.6766001	1	< 0.1%
194.5062	1	< 0.1%
194.2741999	1	< 0.1%
193.9631998	1	< 0.1%
193.4911997	1	< 0.1%
Other values (2354)	2354	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.67200002	1	< 0.1%
19.69680002	1	< 0.1%
19.71040002	1	< 0.1%
19.77000002	1	< 0.1%
19.8278	1	< 0.1%
19.83360002	1	< 0.1%
19.93060002	1	< 0.1%
19.98600004	1	< 0.1%
20.05920002	1	< 0.1%
20.12920014	1	< 0.1%

Value	Count	Frequency (%)
435.1906018	1	< 0.1%
429.1790015	1	< 0.1%
423.4062018	1	< 0.1%
418.7734021	1	< 0.1%
414.3576013	1	< 0.1%
410.1958008	1	< 0.1%
405.8012006	1	< 0.1%
401.1000006	1	< 0.1%
396.4196008	1	< 0.1%
392.0072003	1	< 0.1%

MA10
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2358
Distinct (%)	99.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	188.5046882

Minimum	20.2700002
Maximum	576.1570068
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	20.2700002
5-th percentile	24.83474987
Q1	35.4732506
median	215.7884988
Q3	269.4687538
95-th percentile	348.1804955
Maximum	576.1570068
Range	555.8870066
Interquartile range (IQR)	233.9955032

Descriptive statistics

Standard deviation	115.8508924
Coefficient of variation (CV)	0.6145783084
Kurtosis	-0.9639721548
Mean	188.5046882
Median Absolute Deviation (MAD)	85.35950125
Skewness	-0.1394778517
Sum	446002.0923
Variance	13421.42927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.6440001	3	0.1%
29.85	2	0.1%
29.0859999	2	0.1%
22.6999999	2	0.1%
28.1120002	2	0.1%
20.69	2	0.1%
27.3150005	2	0.1%
199.3029968	1	< 0.1%
190.2889984	1	< 0.1%
191.8589981	1	< 0.1%
Other values (2348)	2348	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20.2700002	1	< 0.1%
20.3510001	1	< 0.1%
20.391	1	< 0.1%
20.3930001	1	< 0.1%
20.4100001	1	< 0.1%
20.4420001	1	< 0.1%
20.471	1	< 0.1%
20.4949999	1	< 0.1%
20.4980002	1	< 0.1%
20.532	1	< 0.1%

Value	Count	Frequency (%)
576.1570068	1	< 0.1%
562.4490051	1	< 0.1%
550.2180053	1	< 0.1%
545.9110046	1	< 0.1%
541.7070007	1	< 0.1%
533.7199981	1	< 0.1%
525.371997	1	< 0.1%
517.3659973	1	< 0.1%
507.3159973	1	< 0.1%
497.749997	1	< 0.1%

MA50
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2364
Distinct (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	184.7651826

Minimum	19.67200002
Maximum	435.1906018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.67200002
5-th percentile	25.07684992
Q1	34.29105024
median	216.796099
Q3	261.2355024
95-th percentile	340.517099
Maximum	435.1906018
Range	415.5186018
Interquartile range (IQR)	226.9444521

Descriptive statistics

Standard deviation	112.7943303
Coefficient of variation (CV)	0.6104739468
Kurtosis	-1.284290062
Mean	184.7651826
Median Absolute Deviation (MAD)	86.35540173
Skewness	-0.2698955148
Sum	437154.422
Variance	12722.56094
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.18120014	2	0.1%
233.0943994	2	0.1%
193.7087998	1	< 0.1%
195.2094004	1	< 0.1%
194.9562003	1	< 0.1%
194.6766001	1	< 0.1%
194.5062	1	< 0.1%
194.2741999	1	< 0.1%
193.9631998	1	< 0.1%
193.4911997	1	< 0.1%
Other values (2354)	2354	99.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.67200002	1	< 0.1%
19.69680002	1	< 0.1%
19.71040002	1	< 0.1%
19.77000002	1	< 0.1%
19.8278	1	< 0.1%
19.83360002	1	< 0.1%
19.93060002	1	< 0.1%
19.98600004	1	< 0.1%
20.05920002	1	< 0.1%
20.12920014	1	< 0.1%

Value	Count	Frequency (%)
435.1906018	1	< 0.1%
429.1790015	1	< 0.1%
423.4062018	1	< 0.1%
418.7734021	1	< 0.1%
414.3576013	1	< 0.1%
410.1958008	1	< 0.1%
405.8012006	1	< 0.1%
401.1000006	1	< 0.1%
396.4196008	1	< 0.1%
392.0072003	1	< 0.1%

Shares
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	18.6 KiB

1	1340
0	1026

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	2366
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1340	56.6%
0	1026	43.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	1340	56.6%
0	1026	43.4%

Most occurring characters

Value	Count	Frequency (%)
1	1340	56.6%
0	1026	43.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2366	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1340	56.6%
0	1026	43.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	2366	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1340	56.6%
0	1026	43.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2366	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1340	56.6%
0	1026	43.4%

Close1
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2183
Distinct (%)	92.3%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	189.6742242

Minimum	19.559999
Maximum	650.570007
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	18.6 KiB

Quantile statistics

Minimum	19.559999
5-th percentile	24.764
Q1	35.32
median	215.470001
Q3	268.26001
95-th percentile	351.5279972
Maximum	650.570007
Range	631.010008
Interquartile range (IQR)	232.94001

Descriptive statistics

Standard deviation	117.2729752
Coefficient of variation (CV)	0.6182863045
Kurtosis	-0.7240443371
Mean	189.6742242
Median Absolute Deviation (MAD)	85.570007
Skewness	-0.06029879437
Sum	448579.5403
Variance	13752.9507
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
27.42	4	0.2%
27.120001	3	0.1%
34.400002	3	0.1%
26.6	3	0.1%
32.459999	3	0.1%
210.089996	3	0.1%
28.17	3	0.1%
27.879999	3	0.1%
27.57	3	0.1%
30.66	3	0.1%
Other values (2173)	2334	98.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19.559999	1	< 0.1%
19.870001	1	< 0.1%
20.049999	1	< 0.1%
20.1	1	< 0.1%
20.17	1	< 0.1%
20.23	2	0.1%
20.24	2	0.1%
20.41	1	< 0.1%
20.43	2	0.1%
20.459999	1	< 0.1%

Value	Count	Frequency (%)
650.570007	1	< 0.1%
640.809998	1	< 0.1%
580.98999	1	< 0.1%
572.200012	1	< 0.1%
569.559998	1	< 0.1%
566.900024	1	< 0.1%
564.820007	1	< 0.1%
558.02002	1	< 0.1%
547.200012	1	< 0.1%
537.919983	1	< 0.1%

Profit
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct	1232
Distinct (%)	52.1%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.2238139497

Minimum	-36.059998
Maximum	59.820008
Zeros	1030
Zeros (%)	43.5%
Negative	643
Negative (%)	27.2%
Memory size	18.6 KiB

Quantile statistics

Minimum	-36.059998
5-th percentile	-6.2580014
Q1	-0.170013
median	0
Q3	0.430001
95-th percentile	7.2200074
Maximum	59.820008
Range	95.880006
Interquartile range (IQR)	0.600014

Descriptive statistics

Standard deviation	4.827808553
Coefficient of variation (CV)	21.57063293
Kurtosis	25.88411032
Mean	0.2238139497
Median Absolute Deviation (MAD)	0.27
Skewness	1.438784332
Sum	529.319991
Variance	23.30773543
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1030	43.5%
0.75	4	0.2%
-0.18	4	0.2%
-0.25	4	0.2%
-0.5	4	0.2%
0.5	4	0.2%
2.440002	3	0.1%
-0.75	3	0.1%
0.59	3	0.1%
0.209999	3	0.1%
Other values (1222)	1303	55.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-36.059998	1	< 0.1%
-29.950012	1	< 0.1%
-29.769989	1	< 0.1%
-25.529999	1	< 0.1%
-25.340011	1	< 0.1%
-24.379974	1	< 0.1%
-24.210022	1	< 0.1%
-24	1	< 0.1%
-21.789978	1	< 0.1%
-19.419983	1	< 0.1%

Value	Count	Frequency (%)
59.820008	1	< 0.1%
46.709991	1	< 0.1%
45	1	< 0.1%
36.700012	1	< 0.1%
30.699981	1	< 0.1%
30.350006	1	< 0.1%
28.450012	1	< 0.1%
23.109985	1	< 0.1%
23.080017	1	< 0.1%
22.359986	1	< 0.1%

wealth
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	1306
Distinct (%)	55.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	130.4019829

Minimum	-2.259998
Maximum	529.319991
Zeros	0
Zeros (%)	0.0%
Negative	74
Negative (%)	3.1%
Memory size	18.6 KiB

Quantile statistics

Minimum	-2.259998
5-th percentile	1.100001
Q1	9.690004
median	144.599975
Q3	200.309982
95-th percentile	249.9179712
Maximum	529.319991
Range	531.579989
Interquartile range (IQR)	190.619978

Descriptive statistics

Standard deviation	91.37545034
Coefficient of variation (CV)	0.7007213258
Kurtosis	-0.5040275102
Mean	130.4019829
Median Absolute Deviation (MAD)	65.349991
Skewness	-0.0450231611
Sum	308400.6896
Variance	8349.472925
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
129.37999	127	5.4%
144.599975	76	3.2%
5.77	62	2.6%
212.739975	60	2.5%
244.879989	54	2.3%
7.540002	49	2.1%
143.149979	47	2.0%
180.789991	47	2.0%
155.119979	45	1.9%
116.850003	40	1.7%
Other values (1296)	1758	74.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-2.259998	1	< 0.1%
-2.139999	1	< 0.1%
-2.130001	1	< 0.1%
-1.869998	1	< 0.1%
-1.630001	1	< 0.1%
-1.380001	1	< 0.1%
-1.340001	1	< 0.1%
-1.309999	1	< 0.1%
-1.27	1	< 0.1%
-1.140002	1	< 0.1%

Value	Count	Frequency (%)
529.319991	1	< 0.1%
519.559982	1	< 0.1%
459.739974	1	< 0.1%
450.949996	1	< 0.1%
448.309982	1	< 0.1%
445.650008	1	< 0.1%
443.569991	1	< 0.1%
436.770004	1	< 0.1%
425.949996	1	< 0.1%
416.669967	1	< 0.1%

LogReturn
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct	2357
Distinct (%)	99.7%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.001453741968

Minimum	-0.2147715705
Maximum	0.2182922365
Zeros	9
Zeros (%)	0.4%
Negative	1145
Negative (%)	48.4%
Memory size	18.6 KiB

Quantile statistics

Minimum	-0.2147715705
5-th percentile	-0.04674164143
Q1	-0.01404889345
median	0.0009008108717
Q3	0.01781017703
95-th percentile	0.04681503247
Maximum	0.2182922365
Range	0.433063807
Interquartile range (IQR)	0.03185907048

Descriptive statistics

Standard deviation	0.03186742826
Coefficient of variation (CV)	21.92096601
Kurtosis	5.789235447
Mean	0.001453741968
Median Absolute Deviation (MAD)	0.01606038084
Skewness	0.228439087
Sum	3.438099753
Variance	0.001015532984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	0.4%
-0.009132531849	1	< 0.1%
-0.0005722163342	1	< 0.1%
0.0292918745	1	< 0.1%
0.002721541875	1	< 0.1%
-0.005602255492	1	< 0.1%
0.02454695156	1	< 0.1%
0.001184497446	1	< 0.1%
0.02945390387	1	< 0.1%
-0.005234212177	1	< 0.1%
Other values (2347)	2347	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.2147715705	1	< 0.1%
-0.1635556131	1	< 0.1%
-0.1567367934	1	< 0.1%
-0.1544257334	1	< 0.1%
-0.149678607	1	< 0.1%
-0.1463412133	1	< 0.1%
-0.1389301399	1	< 0.1%
-0.1199520637	1	< 0.1%
-0.1103768808	1	< 0.1%
-0.1080300476	1	< 0.1%

Value	Count	Frequency (%)
0.2182922365	1	< 0.1%
0.1756680663	1	< 0.1%
0.1627073877	1	< 0.1%
0.159966372	1	< 0.1%
0.1573389823	1	< 0.1%
0.1545893287	1	< 0.1%
0.1530110346	1	< 0.1%
0.1500394814	1	< 0.1%
0.1479102593	1	< 0.1%
0.1461630429	1	< 0.1%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	df_index	Date	Open	High	Low	Close	Adj Close	Volume	EMA_9	EMA_22	SMA_5	SMA_10	SMA_15	SMA_30	RSI	MACD	MACD_signal	PriceDiff	Return	ma50	MA10	MA50	Shares	Close1	Profit	wealth	LogReturn
0	49	2010-09-08	20.660000	20.950001	20.600000	20.900000	20.900000	288400	19.952238	19.827703	20.516	20.100	19.796000	19.796667	67.149781	0.287315	0.100293	-0.190001	-0.009091	19.8336	20.270	19.8336	1	20.709999	-0.190001	-0.190001	-0.009133
1	50	2010-09-09	21.000000	21.049999	20.690001	20.709999	20.709999	376200	20.047505	19.879988	20.800	20.270	19.912667	19.808334	65.047025	0.301901	0.140736	-0.539999	-0.026074	19.7700	20.351	19.7700	1	20.170000	-0.539999	-0.730000	-0.026420
2	51	2010-09-10	20.750000	20.930000	19.760000	20.170000	20.170000	386600	20.114063	19.920247	20.852	20.351	20.042000	19.808000	58.093807	0.267530	0.166157	0.549999	0.027268	19.6968	20.393	19.6968	1	20.719999	0.549999	-0.180001	0.026903
3	52	2010-09-13	20.889999	20.900000	20.500000	20.719999	20.719999	360800	20.119680	19.932301	20.674	20.393	20.134000	19.802000	54.812404	0.280736	0.189117	0.400002	0.019305	19.6720	20.495	19.6720	1	21.120001	0.400002	0.220001	0.019121
4	53	2010-09-14	20.540001	21.600000	20.530001	21.120001	21.120001	654700	20.179938	19.970135	20.608	20.495	20.242000	19.828000	67.142869	0.319319	0.215198	0.859999	0.040720	19.7104	20.620	19.7104	1	21.980000	0.859999	1.080000	0.039912
5	54	2010-09-15	20.980000	22.000000	20.790001	21.980000	21.980000	684600	20.274264	20.025115	20.724	20.620	20.308000	19.834667	68.055568	0.413573	0.254922	-1.039999	-0.047316	19.8278	20.870	19.8278	1	20.940001	-1.039999	0.040001	-0.048472
6	55	2010-09-16	22.150000	23.160000	20.840000	20.940001	20.940001	2684500	20.445358	20.118183	20.940	20.870	20.493333	19.835667	58.947383	0.400756	0.284118	-0.710001	-0.033906	19.9306	20.919	19.9306	1	20.230000	-0.710001	-0.670000	-0.034495
7	56	2010-09-17	21.020000	21.320000	19.799999	20.230000	20.230000	1198500	20.494958	20.157147	20.986	20.919	20.562667	19.825000	53.625166	0.330156	0.293333	0.829999	0.041028	19.9860	20.836	19.9860	1	21.059999	0.829999	0.159999	0.040209
8	57	2010-09-20	20.670000	21.350000	20.160000	21.059999	21.059999	947500	20.468397	20.160587	20.998	20.836	20.594667	19.817667	57.465487	0.336585	0.301988	-0.289999	-0.013770	20.0592	20.837	20.0592	1	20.770000	-0.289999	-0.130000	-0.013866
9	58	2010-09-21	20.889999	21.549999	20.670000	20.770000	20.770000	796000	20.527689	20.202905	21.066	20.837	20.685333	19.866667	58.195686	0.314874	0.304567	-0.899999	-0.043332	20.1336	20.860	20.1336	1	19.870001	-0.899999	-1.029999	-0.044299

Last rows

	df_index	Date	Open	High	Low	Close	Adj Close	Volume	EMA_9	EMA_22	SMA_5	SMA_10	SMA_15	SMA_30	RSI	MACD	MACD_signal	PriceDiff	Return	ma50	MA10	MA50	Shares	Close1	Profit	wealth	LogReturn
2356	2405	2020-01-17	507.609985	515.669983	503.160004	510.500000	510.500000	13629100	462.507214	407.331880	514.583990	491.000998	468.974666	420.026334	70.617602	39.728136	36.353952	36.700012	0.071890	392.007200	497.749997	392.007200	1	547.200012	36.700012	425.949996	0.069424
2357	2406	2020-01-21	530.250000	548.580017	528.409973	547.200012	547.200012	17803500	467.306492	411.817450	521.053992	497.749997	474.278666	425.942000	80.768158	41.436694	37.370501	22.359986	0.040863	396.419601	507.315997	396.419601	1	569.559998	22.359986	448.309982	0.040050
2358	2407	2020-01-22	571.890015	594.500000	559.099976	569.559998	569.559998	31369000	475.295844	417.703648	525.521997	507.315997	482.066667	433.169668	82.307199	44.086798	38.713760	2.640014	0.004635	401.100001	517.365997	401.100001	1	572.200012	2.640014	450.949996	0.004624
2359	2408	2020-01-23	564.250000	582.000000	555.599976	572.200012	572.200012	19651000	484.722260	424.306098	531.850000	517.365997	492.390666	440.958667	81.575902	45.871275	40.145263	-7.380005	-0.012898	405.801201	525.371997	405.801201	1	564.820007	-7.380005	443.569991	-0.012981
2360	2409	2020-01-24	570.630005	573.859985	554.260010	564.820007	564.820007	14353600	493.470035	430.736269	542.590002	525.371997	502.648667	448.714334	77.761062	46.157902	41.347791	-6.799987	-0.012039	410.195801	533.719998	410.195801	1	558.020020	-6.799987	436.770004	-0.012112
2361	2410	2020-01-27	541.989990	564.440002	539.280029	558.020020	558.020020	13608100	500.605032	436.565996	552.856006	533.719998	511.619334	455.913668	74.460169	45.314003	42.141033	8.880004	0.015913	414.357601	541.707001	414.357601	1	566.900024	8.880004	445.650008	0.015788
2362	2411	2020-01-28	568.489990	576.809998	558.080017	566.900024	566.900024	11788500	506.346531	441.846606	562.360010	541.707001	519.286668	462.757668	73.404463	44.844805	42.681788	14.089966	0.024854	418.773402	545.911005	418.773402	1	580.989990	14.089966	459.739974	0.024551
2363	2412	2020-01-29	575.690002	589.799988	567.429993	580.989990	580.989990	17801500	512.401880	447.283711	566.300012	545.911005	526.977336	469.665002	72.209166	45.090134	43.163457	59.820008	0.102962	423.406202	550.218005	423.406202	1	640.809998	59.820008	519.559982	0.097999
2364	2413	2020-01-30	632.419983	650.880005	618.000000	640.809998	640.809998	29005700	519.260691	453.097028	568.586011	550.218005	534.439335	477.085002	82.015666	49.540463	44.438858	9.760009	0.015231	429.179001	562.449005	429.179001	1	650.570007	9.760009	529.319991	0.015116
2365	2414	2020-01-31	640.000000	653.000000	632.520020	650.570007	650.570007	15719300	531.415622	461.258461	582.308008	562.449005	544.350667	485.728668	83.725850	53.241199	46.199326	129.429993	0.198949	435.190602	576.157007	435.190602	1	NaN	NaN	NaN	NaN

Overview

Variables

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Spearman's ρ

Pearson's r

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows